Abstract
In this study, the Weather Research and Forecasting (WRF) model (version 3.1.1) was used to simulate a thunderstorm event which occurred on August 18, 2010, over the Yellow Mountain area of China. This event was a typical thunderstorm embedded in high-pressure systems. First, the development processes of mountain–valley breeze and convective cells were studied; second, this study focused on revealing the influencing mechanism of complex topography and heterogeneous land cover on thunderstorm by removing the Yellow Mountain and changing the land use categories. On flat terrain, the simulated results displayed that the convection weakened persistently, cloud top decreased sharply, and intensity of precipitation reduced. Moreover, there was no up-slope valley breeze, convergence, and lifting of water vapor could be found on the mountaintop. Then, the role of land use was revealed by changing original land cover into grassland, mixed forests, and bare soil in the innermost area, respectively. When covered by grassland, there were less sensible heating and lower moisture, leading to the planet boundary layer height decreasing and vertical lifting weakening, which tended to cause more stable atmosphere and less rainfall on the mountaintop; when covered by mixing forests, only small differences presented in simulated meteorological fields, including wind fields, moisture, cloud water mixing ratio, precipitation, and other fields; when covered by bare soil, the latent heating was more important in influencing the process of thunderstorm. There were less latent heating and lower accumulated water vapor compared to other experiments, causing vertical lifting weakening, stability of atmosphere increasing, and precipitation decreasing.
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Adegoke JO, Pielke RA, Eastman J, Mahmood R, Hubbard KG (2003) Impact of irrigation of midsummer surface fluxes and temperature under dry synoptic conditions: a regional atmospheric model study of the U.S. High Plains. Mon Wea Rev 131:556–564
Bergeron T (1949) Problem of artificial control of rainfall on the globe. Tellus 1:32–43
Chang JT, Wetzel PJ (1991) Effects of spatial variations of soil moisture and vegetation on the evolution of a pre-storm environment: a numerical case study. Mon Wea Rev 119:1368–1390
Chen F, Dudhia J (2001) Coupling an advanced land surface–hydrology model with the penn state–NCAR MM5 modeling system. Part II: preliminary model validation. Mon Wea Rev 129:587–604
Chen Q, Zhao M (2006) A numerical experiment on the effect of terrain on the precipitation. Scientia Meteorol Sinica 26:484–493 (in Chinese)
Chris F, Joel M (2004) A simplified diagnostic model of orographic rainfall for enhancing satellite-based rainfall estimates in data-poor regions. J Appl Meteorol 43:1366–1378
Chu CM, Lin YL (2000) Effects of orography on the generation and propagation of mesoscale convective systems in a two-dimensional conditionally unstable flow. J Atmos Sci 57:3817–3837
Clark CA, Arritt RW (1995) Numerical simulations of the effect of soil moisture and vegetation cover on the development of deep convection. J Appl Meteorol 34:2029–2045
Crawford TM, Stensrud DJ, Mora F, Merchant JW, Wetzel PJ (2001) Value of incorporating satellite-derived land cover data in MM5/PLACE for simulating surface temperatures. J Hydrometeorol 2:453–468
Cui X, Graf HF, Langmann B, Chen W, Huang R (2006) Climate impacts of anthropogenic land use changes on the Tibetan Plateau. Glob Planet Change 54:33–56
Dudhia J (1989) Numerical study of convection observed during the Winter Monsoon experiment using a mesoscale two-dimensional model. J Atmos Sci 46:3077–3107
Gallus WA, Klemp JB (2000) On the behavior of flow over step orography. Mon Wea Rev 128:1153–1164
Gero AF, Pitman AJ (2006) The impact of land cover change on a simulated storm event in the Sydney basin. J Appl Meteorol Clim 45:283–300
Hohenegger C, Walser A, Wolfgang L, Schar C (2005) Cloud resolving ensemble simulations of the August 2005 Alpine flood. QJR Meteorol Soc 134:889–904
Hong SY, Noh Y, Dudhia J (2006) A new vertical diffusion package with an explicit treatment of entrainment processes. Mon Wea Rev 134:2318–2341
Janjić ZI (2002) Nonsingular implementation of the Mellor-Yamada level NCEP mesomodel. NCEP Office Note 437:61
Kain JS (2004) The Kain–Fritsch convective parameterization: an update. J Appl Meteorol 43:170–181
Kunz M, Kottmeier C (2006) Orographic enhancement of precipitation over low mountain ranges. Part I: model formulation and idealized simulations. J Appl Meteorol Clim 45:1025–1040
Lin YL (2007) Mesoscale dynamics. Cambridge University Press, Cambridge, MA
Lin YL, Farley RD, Orville HD (1983) Bulk parameterization of the snow field in a cloud model. Clim Appl Meteorol 22:1065–1092
Mahmood R, Foster SA, Keeling T, Hubbard KG, Carlson C, Leeper R (2006) Impacts of irrigation on 20th century temperature in the northern Great Plains. Glob Planet Change 54:1–18
Mass C (1981) Topographically forced convergence in western Washington State. Mon Wea Rev 109:1335–1347
Miao JF, Chen D, Wyser K, Borne K, Lindgren J, Strandevall MKS, Thorsson S, Achberger C, Almkvist E (2008) Evaluation of MM5 mesoscale model at local scale for air quality applications over the Swedish west coast: influence of PBL and LST parameterizations. Meteorol Atmos Phys 99:77–103
Miao JF, Wyser K, Chen D, Ritchie H (2009) Impacts of boundary layer turbulence and land surface process parameterizations on simulated sea breeze characteristics. Ann Geophys 27(6):2303–2320
Mlawer EJ, Taubman SJ, Brown PD, Iacono MJ, Clough SA (1997) Radiative transfer for inhomogeneous atmosphere: RRTM, a validated correlated-k model for the longwave. J Geophys Res 102:16663–16682
Nair US, Wu Y, Kala J, Lyons TJ, Pielke RA, Hacker JM (2011) The role of land use change on the development and evolution of the west coast trough, convective clouds, and precipitation in southwest Australia. J Geophys Res 116:D07103. doi:10.1029/2010JD014950
Narisma GT, Pitman AJ (2003) The impact of 200 years of land cover change on the Australian near-surface climate. J Hydrometeorol 4:424–436
Paul MM, Nikolai D (2011) A numerical study of the effects of orography on supercells. Atmos Res 100:457–478
Pielke RA (2001) Influence of the spatial distribution of vegetation and soils on the prediction of cumulus convection rainfall. Rev Geophys 39:151–177
Pielke RA, Adegoke J, Beltran-Przekurat A, Hiemstra CA, Lin J, Nair US, Niyogi D, Nobis TE (2007a) An overview of regional land use and land cover impacts on rainfall. Tellus 59B:587–601
Pielke RA, Adegoke J, Chase TN, Marshall CH, Matsui T, Niyogi D (2007b) A new paradigm for assessing the role of agriculture in the climate system and in climate change. Agric For Meteorol 142:234–254
Raddatz RL (2007) Evidence for the influence of agriculture on weather and climate through the transformation and management of vegetation: illustrated by examples from the Canadian Prairies. Agric For Meteorol 142:186–202
Robichaud AJ, Austin GL (1988) On the modeling of warm orographic rain by seeder-feeder mechanism. QJR Meteorol Soc 114:967–988
Roe GH (2005) Orographic precipitation. Annu Rev Earth Planet Sci 33:645–671
Sen Roy S, Mahmood R, Quintanar AI, Gonzalez A (2011) Impacts of irrigation on dry season precipitation in India. Theor Appl Climatol 104:193–207
Sen Roy S, Mahmood R, Niyogi DDS, Lei M, Foster SA, Hubbard KG, Douglas E, Pielke RA (2007) Impacts of the agricultural Green Revolution-induced land use changes on air temperatures in India. J Geophys Res 112:D21108
Shen J (1998) Numerical modeling of the effects of vegetation and environmental conditions on the lake breeze. Boundary-Layer Meteorol 87:481–498
Skamarock WC, Klemp JB, Dudhia J, Gill DO, Barker DM, Wang W, Powers JG (2005) A description of the advanced research WRF version 2, NCAR Tech Note 468 + STR 88 pp
Smith RB (1979) The influence of mountains on the atmosphere. Adv Geophys 21:87–230
Ter Maat HW, Hutjes RWA, Ohba R, Ueda H, Bisselink B, Bauer T (2006) Meteorological impact assessment of possible large scale irrigation in Southwest Saudi Arabia. Glob Planet Change 54:183–201
Wallace JM, Hobbs PV (1977) Atmospheric science: an introductory survey. Academic Press, New York
Wu YX, Yang BG, Wang KQ, Hua RG, Xu W (2005) Climatic analysis of cloud deck in Huangshan. Scientia Meteorol Sinica 25:97–104 (in Chinese)
Zhai GQ, Gao K, Yu ZX, Tu CH (1995) Numerical simulation of the effects of mesoscale topography in a heavy rain process. Scientia Atmospherica Sinica 19:475–480 (in Chinese)
Zhang CL, Chen F, Miao SG (2009) Impacts of urban expansion and future green planting on summer precipitation in the Beijing metropolitan area. J Geophys Res 114(2):1–26
Acknowledgments
This research was jointly supported by the Special Fund of Scientific Research for Public Welfare Industry (Meteorology) of the Ministry of Science and Technology of China (Grant No. GYHY201006004), the National Natural Science Foundation of China (Grant No. 41030962), and the National Key Technology Research and Development Program of the Ministry of Science and Technology of China (Grant No. 2013BAK05B03).
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Wang, D., Miao, J. & Tan, Z. Impacts of topography and land cover change on thunderstorm over the Huangshan (Yellow Mountain) area of China. Nat Hazards 67, 675–699 (2013). https://doi.org/10.1007/s11069-013-0595-0
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DOI: https://doi.org/10.1007/s11069-013-0595-0